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Jun-Yan Zhu

  1. SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations
    2021/08/02 by Chenlin Meng, Yutong He, Meng, Chenlin +11 · 1 voice · 223 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Generative Adversarial Networks and Image Synthesis #Computer Graphics and Visualization Techniques #Cell Image Analysis Techniques
  2. Multi-Concept Customization of Text-to-Image Diffusion
    2022/12/08 by Nupur Kumari, Kumari, Nupur, Bingliang Zhang +7 · 134 citations
    Computer Science · #Image Retrieval and Classification Techniques #Advanced Image and Video Retrieval Techniques #Generative Adversarial Networks and Image Synthesis
  3. High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs
    2017/11/30 by Ting-Chun Wang, Wang, Ting-Chun, Ming-Yu Liu +9 · 47 citations
    Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Machine Learning (cs.LG)
  4. Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks
    2017/03/30 by Jun-Yan Zhu, Zhu, Jun-Yan, Taesung Park +5 · 2 voices · 27 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #cs.CV
  5. CyCADA: Cycle-Consistent Adversarial Domain Adaptation
    2017/11/08 by Judy Hoffman, Hoffman, Judy, Eric Tzeng +13 · 48 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  6. Scaling up GANs for Text-to-Image Synthesis
    2023/03/09 by Minguk Kang, Kang, Minguk, Jun-Yan Zhu +11 · 56 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Image and Video Retrieval Techniques #Image Processing and 3D Reconstruction
  7. SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models
    2024/11/07 by Muyang Li, Yujun Lin, Li, Muyang +17 · 1 voice · 41 citations
    #cs.CV #cs.LG
  8. Contrastive Learning for Unpaired Image-to-Image Translation
    2020/07/30 by Taesung Park, Alexei A. Efros, Park, Taesung +5 · 37 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  9. Depth-supervised NeRF: Fewer Views and Faster Training for Free
    2021/07/06 by Kangle Deng, Andrew Liu, Deng, Kangle +5 · 34 citations
    Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG) #Optical measurement and interference techniques
  10. Zero-shot Image-to-Image Translation
    2023/02/06 by Gaurav Parmar, Krishna Kumar Singh, Parmar, Gaurav +9 · 40 citations
    Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Machine Learning (cs.LG) #Video Analysis and Summarization
  11. Generative Visual Manipulation on the Natural Image Manifold
    2016/09/12 by Jun-Yan Zhu, Zhu, Jun-Yan, Philipp Krähenbühl +5 · 32 citations
    Computer Science · #Advanced Vision and Imaging #Generative Adversarial Networks and Image Synthesis #Advanced Image Processing Techniques
  12. Toward Multimodal Image-to-Image Translation
    2017/11/30 by Jun-Yan Zhu, Zhu, Jun-Yan, Richard Zhang +11 · 29 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Vision and Imaging #Advanced Image Processing Techniques
  13. Video-to-Video Synthesis
    2018/08/20 by Ting-Chun Wang, Ming-Yu Liu, Wang, Ting-Chun +11 · 20 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG)
  14. Generating Adversarial Examples with Adversarial Networks
    2018/01/08 by Chaowei Xiao, Xiao, Chaowei, Bo Li +9 · 17 citations
    Computer Science · Physics and Astronomy · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Model Reduction and Neural Networks
  15. Dataset Distillation
    2018/11/27 by Tongzhou Wang, Wang, Tongzhou, Jun-Yan Zhu +5 · 14 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
  16. Generalizing Dataset Distillation via Deep Generative Prior
    2023/05/02 by George Cazenavette, Cazenavette, George, Tongzhou Wang +7 · 18 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computational Physics and Python Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Processing and 3D Reconstruction #Machine Learning (cs.LG)
  17. Spatially Transformed Adversarial Examples
    2018/01/08 by Chaowei Xiao, Xiao, Chaowei, Jun-Yan Zhu +9 · 15 citations
    Computer Science · #Advanced Malware Detection Techniques #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Physical Unclonable Functions (PUFs) and Hardware Security
  18. Dense Text-to-Image Generation with Attention Modulation
    2023/08/24 by Yunji Kim, Jiyoung Lee, Kim, Yunji +7 · 16 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Video Analysis and Summarization
  19. One-Step Image Translation with Text-to-Image Models
    2024/03/18 by Gaurav Parmar, Taesung Park, Parmar, Gaurav +5 · 18 citations
    Computer Science · #Image Retrieval and Classification Techniques
  20. Distilling Diffusion Models into Conditional GANs
    2024/05/09 by Minguk Kang, Kang, Minguk, Richard Zhang +15 · 19 citations
    Computer Science · #Machine Learning in Healthcare #Speech Recognition and Synthesis
  21. Editing Conditional Radiance Fields
    2021/05/13 by Steven Liu, Liu, Steven, Xiuming Zhang +9 · 11 citations
    Engineering · Computer Science · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Advanced Vision and Imaging
  22. Real-Time User-Guided Image Colorization with Learned Deep Priors
    2017/05/08 by Richard Zhang, Zhang, Richard, Jun-Yan Zhu +11 · 5 citations
    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Image Enhancement Techniques
  23. Learning a Discriminative Model for the Perception of Realism in Composite Images
    2015/10/02 by Jun-Yan Zhu, Philipp Krähenbühl, Zhu, Jun-Yan +5 · 7 citations
    Computer Science · #Advanced Vision and Imaging #Advanced Image and Video Retrieval Techniques #Visual Attention and Saliency Detection
  24. Multi-subject Open-set Personalization in Video Generation
    2025/01/10 by Tsai-Shien Chen, Aliaksandr Siarohin, Chen, Tsai-Shien +17 · 17 citations
    Social Sciences · Computer Science · #Multimedia Communication and Technology #Video Analysis and Summarization #Recommender Systems and Techniques
  25. Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models
    2022/11/03 by Muyang Li, Ji Lin, Li, Muyang +9 · 6 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Machine Learning (cs.LG)
  26. Expressive Text-to-Image Generation with Rich Text
    2023/04/13 by Songwei Ge, Ge, Songwei, Taesung Park +5 · 5 citations
    Computer Science · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Machine Learning (cs.LG) #Video Analysis and Summarization
  27. Customizing Text-to-Image Diffusion with Object Viewpoint Control
    2024/04/18 by Nupur Kumari, Kumari, Nupur, Grace Su +9 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
  28. On the Content Bias in Fréchet Video Distance
    2024/04/18 by Songwei Ge, Ge, Songwei, Aniruddha Mahapatra +7 · 4 citations
    Computer Science · #Advanced Data Compression Techniques #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Image Retrieval and Classification Techniques #Machine Learning (cs.LG)
  29. On Aliased Resizing and Surprising Subtleties in GAN Evaluation
    2021/04/22 by Gaurav Parmar, Parmar, Gaurav, Richard Zhang +3 · 1 voice · 1 citation
    Computer Science · #Artificial Intelligence in Games #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #cs.CV #cs.GR #cs.LG
  30. Contrastive Feature Loss for Image Prediction
    2021/11/12 by Alex Andonian, Taesung Park, Andonian, Alex +9 · 1 citation
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  31. Tactile DreamFusion: Exploiting Tactile Sensing for 3D Generation
    2024/12/09 by Ruihan Gao, Kangle Deng, Gao, Ruihan +7 · 1 citation
    Computer Science · Engineering · #Interactive and Immersive Displays #Modular Robots and Swarm Intelligence
  32. Scaling Group Inference for Diverse and High-Quality Generation
    2025/08/21 by Gaurav Parmar, Or Patashnik, Parmar, Gaurav +11 · 2 citations
    Biochemistry, Genetics and Molecular Biology · #Gene expression and cancer classification
  33. The Many Senses of Visual Similarity: A Text-Prompted Image Perceptual Metric
    2026/07/20 by Sheng-Yu Wang, Yotam Nitzan, Aaron Hertzmann +4 · 1 voice
    #cs.CV #cs.LG